Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-02 0.274350 0.308245 0.346320 0.392584 0.447720 0.511890 0.593058
2025-02-09 0.226630 0.272712 0.329755 0.407012 0.511279 0.650799 0.858400
2025-02-16 0.197392 0.249266 0.318129 0.419381 0.570337 0.797895 1.191412
2025-02-23 0.173693 0.227114 0.301776 0.418660 0.607330 0.921767 1.544794
2025-03-02 0.150351 0.201268 0.274978 0.395574 0.601799 0.972685 1.792820
2025-03-09 0.135806 0.185770 0.260503 0.388000 0.618669 1.066798 2.181497
2025-03-16 0.124618 0.173716 0.249306 0.383222 0.638466 1.172428 2.669468
2025-03-23 0.117158 0.166386 0.244383 0.387949 0.676826 1.331396 3.437166
2025-03-30 0.106823 0.153482 0.228753 0.370724 0.666676 1.374349 3.885774
2025-04-06 0.098385 0.142859 0.215800 0.356518 0.659784 1.423593 4.417530
2025-04-13 0.091115 0.133542 0.204151 0.343161 0.651961 1.468310 4.995098
2025-04-20 0.088795 0.132172 0.206153 0.356885 0.709724 1.726710 7.017944
2025-04-27 0.088261 0.133976 0.214416 0.385795 0.816130 2.217058 11.996223
2025-05-04 0.086069 0.132771 0.217106 0.403720 0.901980 2.717437 20.078347
2025-05-11 0.083441 0.130549 0.217594 0.416886 0.980146 3.271210 34.708500
2025-05-18 0.079594 0.125800 0.212606 0.416388 1.017477 3.683679 54.813291
2025-05-25 0.073870 0.117217 0.199183 0.393517 0.976652 3.657495 63.690665
2025-06-01 0.070137 0.112083 0.192329 0.386007 0.985615 3.932723 95.057565
2025-06-08 0.066983 0.107819 0.186883 0.381265 1.003179 4.290562 158.102537
2025-06-15 0.064920 0.105470 0.185194 0.385959 1.056835 4.976694 386.050249
2025-06-22 0.061164 0.099668 0.175748 0.368854 1.023555 4.983108 532.942012
2025-06-29 0.057919 0.094687 0.167735 0.354746 0.998946 5.047963 819.025437
2025-07-06 0.054960 0.090119 0.160321 0.341479 0.974835 5.103769 1327.964778